Type-2 Fuzzy Logic Control of a Doubly-Fed Induction Machine (DFIM)

Loukal Keltoum, Benalia Leila

Abstract


The fuzzy controllers have demonstrated their effectiveness in the control of nonlinear systems, and in many cases have established their robust and that their performance is less sensitive to parameter variations over conventional controllers. In this paper, Interval Type-2 Fuzzy Logic Controller (IT2FLC) method is proposed for controlling the speed with a direct stator flux orientation control of doubly-fed induction motor (DFIM), we made a comparison between the Type-1 Fuzzy Logic Control (T1FLC) and IT2FLC of the DFIM, first a modeling of DFIM is expressed in a (d-q) synchronous rotating frame. After the development and the synthesis of a stabilizing control laws design based on IT2FLC. We use this last approach to the control of the DFIM under different operating conditions such as load torque and in the presence of parameter variation. The obtained simulation results show the feasibility and the effectiveness of the suggested method.

Keywords


Direct stator flux orientation control, Doubly fed induction motor, Interval type-2 fuzzy logic controller, Type-1 fuzzy logic control

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DOI: http://doi.org/10.11591/ijai.v4.i4.pp139-152
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Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.